diff --git a/credentials/apps/badges/admin_forms.py b/credentials/apps/badges/admin_forms.py
index c92e4f50a2..3da9cb962e 100644
--- a/credentials/apps/badges/admin_forms.py
+++ b/credentials/apps/badges/admin_forms.py
@@ -2,6 +2,7 @@
 Badges admin forms.
 """
 
+from attrs import fields
 from django import forms
 from django.utils.translation import gettext_lazy as _
 from model_utils import Choices
@@ -9,7 +10,7 @@
 from credentials.apps.badges.credly.api_client import CredlyAPIClient
 from credentials.apps.badges.credly.exceptions import CredlyAPIError
 from credentials.apps.badges.models import AbstractDataRule, BadgePenalty, BadgeRequirement, CredlyOrganization, DataRule, PenaltyDataRule
-from credentials.apps.badges.utils import get_event_type_keypaths
+from credentials.apps.badges.utils import get_event_type_keypaths, get_event_type_data
 
 
 class CredlyOrganizationAdminForm(forms.ModelForm):
@@ -84,29 +85,7 @@ def clean(self):
         return cleaned_data
 
 
-class DataRuleBoolValidationMixin:
-    """
-    Mixin for DataRule form to validate boolean fields.
-    """
-
-    def clean(self):
-        """
-        Validate boolean fields.
-        """
-
-        cleaned_data = super().clean()
-
-        last_key = cleaned_data.get("data_path").split(".")[-1]
-        if "is_" in last_key and cleaned_data.get("value") not in AbstractDataRule.BOOL_VALUES:
-            raise forms.ValidationError(_("Value must be a boolean."))
-        
-        return cleaned_data
-
-
-class DataRuleFormSet(forms.BaseInlineFormSet):
-    """
-    Formset for DataRule model.
-    """
+class ParentMixin:
     def get_form_kwargs(self, index):
         """
         Pass parent instance to the form.
@@ -117,15 +96,10 @@ def get_form_kwargs(self, index):
         return kwargs
 
 
-class DataRuleForm(DataRuleBoolValidationMixin, forms.ModelForm):
+class DataRuleExtensionsMixin:
     """
-    Form for DataRule model.
+    Mixin for DataRule form to extend logic.
     """
-    class Meta:
-        model = DataRule
-        fields = "__all__"
-
-    data_path = forms.ChoiceField()
 
     def __init__(self, *args, parent_instance=None, **kwargs):
         """
@@ -138,14 +112,35 @@ def __init__(self, *args, parent_instance=None, **kwargs):
             event_type = self.parent_instance.event_type
             self.fields["data_path"].choices = Choices(*get_event_type_keypaths(event_type=event_type))
 
+    def clean(self):
+        """
+        Validate boolean fields.
+        """
 
-class BadgeRequirementFormSet(forms.BaseInlineFormSet):
-    def get_form_kwargs(self, index):
-        kwargs = super().get_form_kwargs(index)
-        kwargs["parent_instance"] = self.instance
-        return kwargs
+        cleaned_data = super().clean()
+
+        data = get_event_type_data(event_type=self.parent_instance.event_type)
+        data_path_type = [attr.type for attr in fields(data) if attr.name == cleaned_data.get("data_path")][0]
+
+        if data_path_type == bool and cleaned_data.get("value") not in AbstractDataRule.BOOL_VALUES:
+            raise forms.ValidationError(_("Value must be a boolean."))
+        
+        return cleaned_data
 
 
+class DataRuleFormSet(ParentMixin, forms.BaseInlineFormSet): ...
+class DataRuleForm(DataRuleExtensionsMixin, forms.ModelForm):
+    """
+    Form for DataRule model.
+    """
+    class Meta:
+        model = DataRule
+        fields = "__all__"
+    
+    data_path = forms.ChoiceField()
+
+
+class BadgeRequirementFormSet(ParentMixin, forms.BaseInlineFormSet): ...
 class BadgeRequirementForm(forms.ModelForm):
     class Meta:
         model = BadgeRequirement
@@ -163,38 +158,14 @@ def __init__(self, *args, parent_instance=None, **kwargs):
         self.fields["group"].initial = chr(65 + self.template.requirements.count())
 
 
-class PenaltyDataRuleFormSet(forms.BaseInlineFormSet):
-    """
-    Formset for PenaltyDataRule model.
-    """
-    def get_form_kwargs(self, index):
-        """
-        Pass parent instance to the form.
-        """
-
-        kwargs = super().get_form_kwargs(index)
-        kwargs["parent_instance"] = self.instance
-        return kwargs
-
-
-class PenaltyDataRuleForm(DataRuleBoolValidationMixin, forms.ModelForm):
+class PenaltyDataRuleFormSet(ParentMixin, forms.BaseInlineFormSet): ...
+class PenaltyDataRuleForm(DataRuleExtensionsMixin, forms.ModelForm):
     """
     Form for PenaltyDataRule model.
     """
 
+    data_path = forms.ChoiceField()
+
     class Meta:
         model = PenaltyDataRule
         fields = "__all__"
-
-    data_path = forms.ChoiceField()
-
-    def __init__(self, *args, parent_instance=None, **kwargs):
-        """
-        Load data paths based on the parent instance event type.
-        """
-        self.parent_instance = parent_instance
-        super().__init__(*args, **kwargs)
-
-        if self.parent_instance:
-            event_type = self.parent_instance.event_type
-            self.fields["data_path"].choices = Choices(*get_event_type_keypaths(event_type=event_type))
diff --git a/credentials/apps/badges/utils.py b/credentials/apps/badges/utils.py
index fb331982ec..5f2bd82b99 100644
--- a/credentials/apps/badges/utils.py
+++ b/credentials/apps/badges/utils.py
@@ -115,6 +115,21 @@ def extract_payload(public_signal_kwargs: dict) -> attr.s:
             return value
 
 
+def get_event_type_data(event_type: str) -> attr.s:
+    """
+    Extracts the dataclass for a given event type.
+
+    Parameters:
+        - event_type: The event type to extract dataclass for.
+
+    Returns:
+        attr.s: The dataclass for the given event type.
+    """
+
+    signal = OpenEdxPublicSignal.get_signal_by_type(event_type)
+    return extract_payload(signal.init_data)
+
+
 def get_event_type_keypaths(event_type: str) -> list:
     """
     Extracts all possible keypaths for a given event type.
@@ -126,8 +141,7 @@ def get_event_type_keypaths(event_type: str) -> list:
         list: A list of all possible keypaths for the given event type.
     """
 
-    signal = OpenEdxPublicSignal.get_signal_by_type(event_type)
-    data = extract_payload(signal.init_data)
+    data = get_event_type_data(event_type)
 
     def get_data_keypaths(data):
         """